Open Ended and AI Generating Algorithms in the Era of Foundation Models - Jeff Clune скачать в хорошем качестве

Open Ended and AI Generating Algorithms in the Era of Foundation Models - Jeff Clune

[Vanderbilt Machine Learning] Open Ended and AI Generating Algorithms in the Era of Foundation Models - Jeff Clune (University of British Columbia), December 09, 2024 Abstract: Foundation models (e.g. large language models) create exciting new opportunities in our longstanding quests to produce open-ended and Al-generating algorithms, wherein agents can truly keep innovating and learning forever. In this talk I will share some of our recent work harnessing the power of foundation models to make progress in these areas. I will cover our recent work on OMNI (Open-endedness via Models of human Notions of Interestingness), Video Pre-Training (VPT), Thought Cloning, Automatically Designing Agentic Systems, and The Al Scientist.